ashiban
Joined 7 years ago
Joined 7 years ago
[0] https://infrastructurefromcode.com/ [1] https://klo.dev/state-of-infrastructure-from-code-2023/
The post covers:
- 4 primary infrastructure org models
- Reasons companies consolidate into centralized platform teams or decompose them
- Tradeoffs, failure modes and pitfalls when reorg-ing infrastructure
- A new approach porposal for leveraging cloud intelligence to empower developers
Rather than continually rearranging org boundaries and responsibilities, I argue that we need to shift the focus to tools that bring the benefits of platform orgs into infrastructure orgs.
Would love to hear what you think! What infrastructure org structures have you seen succeed or struggle?
Read the full post here: https://www.alashiban.com/you-may-not-need-that-costly-time-...
[0] https://klo.dev
"The primary reason to introduce a new example is when the LLM is incorrectly identifying technology as ABSTRACT vs not, missing connections, or even missing resources entirely. However, we don’t have unlimited tokens for every example we might need. An optimization we came up with here is Dynamic Examples using pre-filtering. Instead of providing examples that would generalize to everything, we focus the examples on what we can guess is in the queries.
We extract a list of technologies using word lists, which is easier than extracting their intents, and if we don’t find many matches, we assume that more ABSTRACT resources are present. Once extracted, we can then create a custom prompt by selecting specific examples to the technologies mentioned in the query and a set of bedrock examples including baseline rules for the different actions that expand language understanding."